{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getdata(file_name, issorted):\n",
    "    file_name = \"../Output/\"+file_name+\".txt\"\n",
    "    f  = open(file_name, \"r\")\n",
    "    data = f.read() \n",
    "    lines = data.split(\"\\n\")\n",
    "    dict = {}\n",
    "    for line in lines:\n",
    "        if(line != ''):\n",
    "            key, value = line.split(\"\\t\")\n",
    "            dict[key] = int(value)\n",
    "    sorted_dic = sorted(dict.items(), key=lambda x:x[1],reverse=True)\n",
    "    if issorted == True:\n",
    "        return sorted_dic\n",
    "    else:\n",
    "        return dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getWordCount(inputData):\n",
    "    dic= []\n",
    "    for item in inputData :\n",
    "        pair = {}\n",
    "        pair[\"name\"] = item[0]\n",
    "        pair[\"weight\"]= item[1]\n",
    "        dic.append(pair)\n",
    "    print(dic)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'name': 'said', 'weight': 950}, {'name': 'compani', 'weight': 569}, {'name': 'year', 'weight': 435}, {'name': 'new', 'weight': 421}, {'name': 'trade', 'weight': 363}, {'name': 'like', 'weight': 362}, {'name': 'percent', 'weight': 352}, {'name': 'cryptocurr', 'weight': 349}, {'name': 'would', 'weight': 319}, {'name': 'bitcoin', 'weight': 315}, {'name': 'investor', 'weight': 313}, {'name': 'market', 'weight': 305}, {'name': 'trump', 'weight': 278}, {'name': 'us', 'weight': 267}, {'name': 'bank', 'weight': 264}, {'name': 'regul', 'weight': 251}, {'name': 'million', 'weight': 242}, {'name': 'billion', 'weight': 238}, {'name': 'use', 'weight': 235}, {'name': 'facebook', 'weight': 234}, {'name': 'time', 'weight': 233}, {'name': 'last', 'weight': 230}, {'name': 'currenc', 'weight': 218}, {'name': 'blockchain', 'weight': 216}, {'name': 'also', 'weight': 212}, {'name': 'financi', 'weight': 211}, {'name': 'firm', 'weight': 211}, {'name': 'nyt', 'weight': 207}, {'name': 'report', 'weight': 204}, {'name': 'state', 'weight': 199}, {'name': 'presid', 'weight': 195}, {'name': 'tax', 'weight': 192}, {'name': 'secur', 'weight': 189}, {'name': 'stock', 'weight': 186}, {'name': 'peopl', 'weight': 185}, {'name': 'rais', 'weight': 184}, {'name': 'busi', 'weight': 179}, {'name': 'money', 'weight': 179}, {'name': 'unit', 'weight': 174}, {'name': 'invest', 'weight': 173}, {'name': 'offer', 'weight': 170}, {'name': 'say', 'weight': 170}, {'name': 'govern', 'weight': 167}, {'name': 'mani', 'weight': 163}, {'name': 'tariff', 'weight': 162}, {'name': 'virtual', 'weight': 161}, {'name': 'exchang', 'weight': 159}, {'name': 'go', 'weight': 157}, {'name': 'may', 'weight': 155}, {'name': 'technolog', 'weight': 155}, {'name': 'data', 'weight': 153}, {'name': 'network', 'weight': 152}, {'name': 'accord', 'weight': 148}, {'name': 'fund', 'weight': 145}, {'name': 'month', 'weight': 145}, {'name': 'world', 'weight': 145}, {'name': 'includ', 'weight': 144}, {'name': 'plan', 'weight': 143}, {'name': 'tech', 'weight': 142}, {'name': 'china', 'weight': 141}, {'name': 'countri', 'weight': 140}, {'name': 'digit', 'weight': 140}, {'name': 'work', 'weight': 140}, {'name': 'get', 'weight': 139}, {'name': 'make', 'weight': 139}, {'name': 'look', 'weight': 136}, {'name': 'still', 'weight': 136}, {'name': 'ad', 'weight': 135}, {'name': 'advertis', 'weight': 135}, {'name': 'deal', 'weight': 135}, {'name': 'share', 'weight': 134}, {'name': 'come', 'weight': 133}, {'name': 'servic', 'weight': 133}, {'name': 'wsj', 'weight': 133}, {'name': 'industri', 'weight': 132}, {'name': 'price', 'weight': 132}, {'name': 'take', 'weight': 132}, {'name': 'user', 'weight': 132}, {'name': 'two', 'weight': 129}, {'name': 'help', 'weight': 128}, {'name': 'group', 'weight': 127}, {'name': 'first', 'weight': 126}, {'name': 'announc', 'weight': 125}, {'name': 'coin', 'weight': 125}, {'name': 'recent', 'weight': 125}, {'name': 'told', 'weight': 125}, {'name': 'even', 'weight': 124}, {'name': 'project', 'weight': 124}, {'name': 'want', 'weight': 123}, {'name': 'back', 'weight': 122}, {'name': 'day', 'weight': 122}, {'name': 'citi', 'weight': 120}, {'name': 'pay', 'weight': 119}, {'name': 'way', 'weight': 117}, {'name': 'telegram', 'weight': 116}, {'name': 'execut', 'weight': 115}, {'name': 'move', 'weight': 115}, {'name': 'york', 'weight': 114}, {'name': 'call', 'weight': 113}, {'name': 'rate', 'weight': 112}, {'name': 'creat', 'weight': 110}, {'name': 'global', 'weight': 110}, {'name': 'hous', 'weight': 109}, {'name': 'sinc', 'weight': 109}, {'name': 'expect', 'weight': 108}, {'name': 'nation', 'weight': 108}, {'name': 'system', 'weight': 107}, {'name': 'made', 'weight': 105}, {'name': 'see', 'weight': 105}, {'name': 'social', 'weight': 105}, {'name': 'american', 'weight': 104}, {'name': 'much', 'weight': 103}, {'name': 'good', 'weight': 102}, {'name': 'inform', 'weight': 101}, {'name': 'platform', 'weight': 101}, {'name': 'sell', 'weight': 101}, {'name': 'account', 'weight': 100}, {'name': 'around', 'weight': 100}, {'name': 'product', 'weight': 100}, {'name': 'polici', 'weight': 99}, {'name': 'ico', 'weight': 97}, {'name': 'need', 'weight': 97}, {'name': 'week', 'weight': 96}, {'name': 'public', 'weight': 95}, {'name': 'bloomberg', 'weight': 94}, {'name': 'rule', 'weight': 94}, {'name': 'show', 'weight': 94}, {'name': 'econom', 'weight': 93}, {'name': 'white', 'weight': 93}, {'name': 'capit', 'weight': 91}, {'name': 'ceo', 'weight': 91}, {'name': 'former', 'weight': 90}, {'name': 'issu', 'weight': 90}, {'name': 'valu', 'weight': 90}, {'name': 'becom', 'weight': 89}, {'name': 'googl', 'weight': 89}, {'name': 'ban', 'weight': 88}, {'name': 'whether', 'weight': 86}, {'name': 'buy', 'weight': 85}, {'name': 'concern', 'weight': 85}, {'name': 'economi', 'weight': 85}, {'name': 'offici', 'weight': 85}, {'name': 'transact', 'weight': 85}, {'name': 'anoth', 'weight': 84}, {'name': 'sourc', 'weight': 84}, {'name': 'allow', 'weight': 83}, {'name': 'open', 'weight': 83}, {'name': 'startup', 'weight': 83}, {'name': 'power', 'weight': 82}, {'name': 'problem', 'weight': 82}, {'name': 'sign', 'weight': 82}, {'name': 'ask', 'weight': 81}, {'name': 'broadcom', 'weight': 81}, {'name': 'chief', 'weight': 81}, {'name': 'initi', 'weight': 81}, {'name': 'might', 'weight': 81}, {'name': 'start', 'weight': 81}, {'name': 'twitter', 'weight': 81}, {'name': 'number', 'weight': 80}, {'name': 'end', 'weight': 79}, {'name': 'fintech', 'weight': 79}, {'name': 'import', 'weight': 79}, {'name': 'jpmorgan', 'weight': 79}, {'name': 'protect', 'weight': 79}, {'name': 'reuter', 'weight': 79}, {'name': 'thing', 'weight': 79}, {'name': 'intern', 'weight': 78}, {'name': 'manag', 'weight': 78}, {'name': 'onlin', 'weight': 78}, {'name': 'well', 'weight': 78}, {'name': 'alreadi', 'weight': 77}, {'name': 'interest', 'weight': 77}, {'name': 'risk', 'weight': 77}, {'name': 'sale', 'weight': 77}, {'name': 'administr', 'weight': 76}, {'name': 'comput', 'weight': 76}, {'name': 'consid', 'weight': 76}, {'name': 'morn', 'weight': 76}, {'name': 'big', 'weight': 75}, {'name': 'legal', 'weight': 75}, {'name': 'next', 'weight': 75}, {'name': 'news', 'weight': 74}, {'name': 'remain', 'weight': 74}, {'name': 'attack', 'weight': 73}, {'name': 'fed', 'weight': 73}, {'name': 'forc', 'weight': 73}, {'name': 'gener', 'weight': 73}, {'name': 'sec', 'weight': 73}, {'name': 'central', 'weight': 72}, {'name': 'financ', 'weight': 72}, {'name': 'job', 'weight': 72}, {'name': 'potenti', 'weight': 72}, {'name': 'suggest', 'weight': 72}, {'name': 'law', 'weight': 71}, {'name': 'step', 'weight': 71}, {'name': 'chang', 'weight': 70}, {'name': 'meet', 'weight': 70}, {'name': 'popular', 'weight': 70}, {'name': 'crypto', 'weight': 69}, {'name': 'current', 'weight': 69}, {'name': 'oper', 'weight': 69}, {'name': 'part', 'weight': 69}, {'name': 'street', 'weight': 69}, {'name': 'tri', 'weight': 69}, {'name': 'author', 'weight': 68}, {'name': 'european', 'weight': 68}, {'name': 'face', 'weight': 68}, {'name': 'ft', 'weight': 68}, {'name': 'order', 'weight': 68}, {'name': 'peter', 'weight': 68}, {'name': 'qualcomm', 'weight': 68}, {'name': 'case', 'weight': 67}, {'name': 'critic', 'weight': 67}, {'name': 'larg', 'weight': 67}, {'name': 'revenu', 'weight': 67}, {'name': 'think', 'weight': 67}, {'name': 'ventur', 'weight': 67}, {'name': 'polit', 'weight': 66}, {'name': 'privat', 'weight': 66}, {'name': 'put', 'weight': 66}, {'name': 'set', 'weight': 66}, {'name': 'continu', 'weight': 65}, {'name': 'hold', 'weight': 65}, {'name': 'leader', 'weight': 65}, {'name': 'media', 'weight': 65}, {'name': 'action', 'weight': 64}, {'name': 'develop', 'weight': 64}, {'name': 'worth', 'weight': 64}, {'name': 'britain', 'weight': 63}, {'name': 'lot', 'weight': 63}, {'name': 'provid', 'weight': 63}, {'name': 'bill', 'weight': 62}, {'name': 'littl', 'weight': 62}, {'name': 'london', 'weight': 62}, {'name': 'thursday', 'weight': 62}, {'name': 'turn', 'weight': 62}, {'name': 'without', 'weight': 62}, {'name': 'chines', 'weight': 61}, {'name': 'keep', 'weight': 61}, {'name': 'support', 'weight': 61}, {'name': 'wall', 'weight': 61}, {'name': 'believ', 'weight': 60}, {'name': 'build', 'weight': 60}, {'name': 'custom', 'weight': 60}, {'name': 'goldman', 'weight': 60}, {'name': 'test', 'weight': 60}, {'name': 'three', 'weight': 60}, {'name': 'warn', 'weight': 60}, {'name': 'aluminum', 'weight': 59}, {'name': 'comment', 'weight': 59}, {'name': 'depart', 'weight': 59}, {'name': 'futur', 'weight': 59}, {'name': 'give', 'weight': 59}, {'name': 'grow', 'weight': 59}, {'name': 'head', 'weight': 59}, {'name': 'investig', 'weight': 59}, {'name': 'known', 'weight': 59}, {'name': 'less', 'weight': 59}, {'name': 'point', 'weight': 59}, {'name': 'record', 'weight': 59}, {'name': 'among', 'weight': 58}, {'name': 'biggest', 'weight': 58}, {'name': 'monday', 'weight': 58}, {'name': 'offic', 'weight': 58}, {'name': 'seem', 'weight': 58}, {'name': 'top', 'weight': 58}, {'name': 'agre', 'weight': 57}, {'name': 'find', 'weight': 57}, {'name': 'growth', 'weight': 57}, {'name': 'happen', 'weight': 57}, {'name': 'hope', 'weight': 57}, {'name': 'statement', 'weight': 57}, {'name': 'close', 'weight': 56}, {'name': 'cost', 'weight': 56}, {'name': 'increas', 'weight': 56}, {'name': 'major', 'weight': 56}, {'name': 'possibl', 'weight': 56}, {'name': 'prepar', 'weight': 56}, {'name': 'today', 'weight': 56}, {'name': 'control', 'weight': 55}, {'name': 'director', 'weight': 55}, {'name': 'energi', 'weight': 55}, {'name': 'internet', 'weight': 55}, {'name': 'januari', 'weight': 55}, {'name': 'long', 'weight': 55}, {'name': 'promis', 'weight': 55}, {'name': 'sold', 'weight': 55}, {'name': 'token', 'weight': 55}, {'name': 'amazon', 'weight': 54}, {'name': 'app', 'weight': 54}, {'name': 'asset', 'weight': 54}, {'name': 'board', 'weight': 54}, {'name': 'far', 'weight': 54}, {'name': 'feder', 'weight': 54}, {'name': 'giant', 'weight': 54}, {'name': 'high', 'weight': 54}, {'name': 'dollar', 'weight': 53}, {'name': 'employe', 'weight': 53}, {'name': 'mark', 'weight': 53}, {'name': 'realli', 'weight': 53}, {'name': 'trader', 'weight': 53}, {'name': 'war', 'weight': 53}, {'name': 'edit', 'weight': 52}, {'name': 'file', 'weight': 52}, {'name': 'japan', 'weight': 52}, {'name': 'lead', 'weight': 52}, {'name': 'left', 'weight': 52}, {'name': 'michael', 'weight': 52}, {'name': 'sector', 'weight': 52}, {'name': 'silicon', 'weight': 52}, {'name': 'write', 'weight': 52}, {'name': 'base', 'weight': 51}, {'name': 'cash', 'weight': 51}, {'name': 'differ', 'weight': 51}, {'name': 'kind', 'weight': 51}, {'name': 'know', 'weight': 51}, {'name': 'regulatori', 'weight': 51}, {'name': 'took', 'weight': 51}, {'name': 'valley', 'weight': 51}, {'name': 'block', 'weight': 50}, {'name': 'gain', 'weight': 50}, {'name': 'maker', 'weight': 50}, {'name': 'mean', 'weight': 50}, {'name': 'name', 'weight': 50}, {'name': 'person', 'weight': 50}, {'name': 'agenc', 'weight': 49}, {'name': 'ago', 'weight': 49}, {'name': 'behind', 'weight': 49}, {'name': 'card', 'weight': 49}, {'name': 'largest', 'weight': 49}, {'name': 'partner', 'weight': 49}, {'name': 'question', 'weight': 49}, {'name': 'analyst', 'weight': 48}, {'name': 'commiss', 'weight': 48}, {'name': 'email', 'weight': 48}, {'name': 'found', 'weight': 48}, {'name': 'idea', 'weight': 48}, {'name': 'local', 'weight': 48}, {'name': 'messag', 'weight': 48}, {'name': 'nearli', 'weight': 48}, {'name': 'restrict', 'weight': 48}, {'name': 'watch', 'weight': 48}, {'name': 'atlanta', 'weight': 47}, {'name': 'best', 'weight': 47}, {'name': 'better', 'weight': 47}, {'name': 'boe', 'weight': 47}, {'name': 'demand', 'weight': 47}, {'name': 'elsewher', 'weight': 47}, {'name': 'minist', 'weight': 47}, {'name': 'other', 'weight': 47}, {'name': 'past', 'weight': 47}, {'name': 'san', 'weight': 47}, {'name': 'steel', 'weight': 47}, {'name': 'tuesday', 'weight': 47}, {'name': 'away', 'weight': 46}, {'name': 'campaign', 'weight': 46}, {'name': 'consum', 'weight': 46}, {'name': 'earlier', 'weight': 46}, {'name': 'latest', 'weight': 46}, {'name': 'propos', 'weight': 46}, {'name': 'research', 'weight': 46}, {'name': 'standard', 'weight': 46}, {'name': 'worri', 'weight': 46}, {'name': 'appli', 'weight': 45}, {'name': 'declin', 'weight': 45}, {'name': 'hit', 'weight': 45}, {'name': 'stop', 'weight': 45}, {'name': 'success', 'weight': 45}, {'name': 'team', 'weight': 45}, {'name': 'yet', 'weight': 45}, {'name': 'bear', 'weight': 44}, {'name': 'decid', 'weight': 44}, {'name': 'john', 'weight': 44}, {'name': 'lawyer', 'weight': 44}, {'name': 'let', 'weight': 44}, {'name': 'list', 'weight': 44}, {'name': 'right', 'weight': 44}, {'name': 'softwar', 'weight': 44}, {'name': 'clear', 'weight': 43}, {'name': 'corpor', 'weight': 43}, {'name': 'earli', 'weight': 43}, {'name': 'europ', 'weight': 43}, {'name': 'founder', 'weight': 43}, {'name': 'got', 'weight': 43}, {'name': 'gun', 'weight': 43}, {'name': 'inflat', 'weight': 43}, {'name': 'profit', 'weight': 43}, {'name': 'real', 'weight': 43}, {'name': 'respond', 'weight': 43}, {'name': 'rise', 'weight': 43}, {'name': 'role', 'weight': 43}, {'name': 'sever', 'weight': 43}, {'name': 'talk', 'weight': 43}, {'name': 'target', 'weight': 43}, {'name': 'uber', 'weight': 43}, {'name': 'eavi', 'weight': 42}, {'name': 'event', 'weight': 42}, {'name': 'kushner', 'weight': 42}, {'name': 'leav', 'weight': 42}, {'name': 'march', 'weight': 42}, {'name': 'payment', 'weight': 42}, {'name': 'process', 'weight': 42}, {'name': 'seen', 'weight': 42}, {'name': 'senior', 'weight': 42}, {'name': 'small', 'weight': 42}, {'name': 'avoid', 'weight': 41}, {'name': 'chairman', 'weight': 41}, {'name': 'exist', 'weight': 41}, {'name': 'feel', 'weight': 41}, {'name': 'five', 'weight': 41}, {'name': 'free', 'weight': 41}, {'name': 'friday', 'weight': 41}, {'name': 'outsid', 'weight': 41}, {'name': 'place', 'weight': 41}, {'name': 'thiel', 'weight': 41}, {'name': 'bid', 'weight': 40}, {'name': 'crisi', 'weight': 40}, {'name': 'interview', 'weight': 40}, {'name': 'measur', 'weight': 40}, {'name': 'repres', 'weight': 40}, {'name': 'respons', 'weight': 40}, {'name': 'run', 'weight': 40}, {'name': 'specif', 'weight': 40}, {'name': 'advis', 'weight': 39}, {'name': 'area', 'weight': 39}, {'name': 'center', 'weight': 39}, {'name': 'client', 'weight': 39}, {'name': 'democrat', 'weight': 39}, {'name': 'dropbox', 'weight': 39}, {'name': 'fight', 'weight': 39}, {'name': 'final', 'weight': 39}, {'name': 'francisco', 'weight': 39}, {'name': 'hard', 'weight': 39}, {'name': 'loss', 'weight': 39}, {'name': 'posit', 'weight': 39}, {'name': 'push', 'weight': 39}, {'name': 'spotifi', 'weight': 39}, {'name': 'wrote', 'weight': 39}, {'name': 'becam', 'weight': 38}, {'name': 'british', 'weight': 38}, {'name': 'despit', 'weight': 38}, {'name': 'effort', 'weight': 38}, {'name': 'elect', 'weight': 38}, {'name': 'foreign', 'weight': 38}, {'name': 'index', 'weight': 38}, {'name': 'instead', 'weight': 38}, {'name': 'join', 'weight': 38}, {'name': 'live', 'weight': 38}, {'name': 'lost', 'weight': 38}, {'name': 'rather', 'weight': 38}, {'name': 'reason', 'weight': 38}, {'name': 'retail', 'weight': 38}, {'name': 'second', 'weight': 38}, {'name': 'someth', 'weight': 38}, {'name': 'view', 'weight': 38}, {'name': 'discuss', 'weight': 37}, {'name': 'februari', 'weight': 37}, {'name': 'led', 'weight': 37}, {'name': 'produc', 'weight': 37}, {'name': 'reach', 'weight': 37}, {'name': 'republican', 'weight': 37}, {'name': 'return', 'weight': 37}, {'name': 'similar', 'weight': 37}, {'name': 'union', 'weight': 37}, {'name': 'argu', 'weight': 36}, {'name': 'built', 'weight': 36}, {'name': 'car', 'weight': 36}, {'name': 'committe', 'weight': 36}, {'name': 'david', 'weight': 36}, {'name': 'itali', 'weight': 36}, {'name': 'love', 'weight': 36}, {'name': 'man', 'weight': 36}, {'name': 'nt', 'weight': 36}, {'name': 'pressur', 'weight': 36}, {'name': 'school', 'weight': 36}, {'name': 'stearn', 'weight': 36}, {'name': 'term', 'weight': 36}, {'name': 'though', 'weight': 36}, {'name': 'wednesday', 'weight': 36}, {'name': 'zuckerberg', 'weight': 36}, {'name': 'access', 'weight': 35}, {'name': 'brief', 'weight': 35}, {'name': 'date', 'weight': 35}, {'name': 'fear', 'weight': 35}, {'name': 'flyaround', 'weight': 35}, {'name': 'form', 'weight': 35}, {'name': 'launch', 'weight': 35}, {'name': 'lose', 'weight': 35}, {'name': 'note', 'weight': 35}, {'name': 'play', 'weight': 35}, {'name': 'ransomwar', 'weight': 35}, {'name': 'space', 'weight': 35}, {'name': 'spend', 'weight': 35}, {'name': 'vote', 'weight': 35}, {'name': 'appear', 'weight': 34}, {'name': 'fall', 'weight': 34}, {'name': 'four', 'weight': 34}, {'name': 'line', 'weight': 34}, {'name': 'often', 'weight': 34}, {'name': 'promot', 'weight': 34}, {'name': 'quorum', 'weight': 34}, {'name': 'replac', 'weight': 34}, {'name': 'russia', 'weight': 34}, {'name': 'short', 'weight': 34}, {'name': 'special', 'weight': 34}, {'name': 'unnam', 'weight': 34}, {'name': 'washington', 'weight': 34}, {'name': 'america', 'weight': 33}, {'name': 'boom', 'weight': 33}, {'name': 'charg', 'weight': 33}, {'name': 'collect', 'weight': 33}, {'name': 'confer', 'weight': 33}, {'name': 'document', 'weight': 33}, {'name': 'germani', 'weight': 33}, {'name': 'huge', 'weight': 33}, {'name': 'institut', 'weight': 33}, {'name': 'organ', 'weight': 33}, {'name': 'privaci', 'weight': 33}, {'name': 'receiv', 'weight': 33}, {'name': 'relat', 'weight': 33}, {'name': 'requir', 'weight': 33}, {'name': 'round', 'weight': 33}, {'name': 'tell', 'weight': 33}, {'name': 'accus', 'weight': 32}, {'name': 'bad', 'weight': 32}, {'name': 'check', 'weight': 32}, {'name': 'combin', 'weight': 32}, {'name': 'employ', 'weight': 32}, {'name': 'everi', 'weight': 32}, {'name': 'fire', 'weight': 32}, {'name': 'fraud', 'weight': 32}, {'name': 'howev', 'weight': 32}, {'name': 'ipo', 'weight': 32}, {'name': 'least', 'weight': 32}, {'name': 'limit', 'weight': 32}, {'name': 'reserv', 'weight': 32}, {'name': 'sharehold', 'weight': 32}, {'name': 'thought', 'weight': 32}, {'name': 'cambridg', 'weight': 31}, {'name': 'came', 'weight': 31}, {'name': 'effect', 'weight': 31}, {'name': 'fell', 'weight': 31}, {'name': 'governor', 'weight': 31}, {'name': 'great', 'weight': 31}, {'name': 'hack', 'weight': 31}, {'name': 'health', 'weight': 31}, {'name': 'home', 'weight': 31}, {'name': 'model', 'weight': 31}, {'name': 'season', 'weight': 31}, {'name': 'seek', 'weight': 31}, {'name': 'star', 'weight': 31}, {'name': 'task', 'weight': 31}, {'name': 'therano', 'weight': 31}, {'name': 'act', 'weight': 30}, {'name': 'agreement', 'weight': 30}, {'name': 'associ', 'weight': 30}, {'name': 'direct', 'weight': 30}, {'name': 'hacker', 'weight': 30}, {'name': 'half', 'weight': 30}, {'name': 'hand', 'weight': 30}, {'name': 'hour', 'weight': 30}, {'name': 'ir', 'weight': 30}, {'name': 'later', 'weight': 30}, {'name': 'letter', 'weight': 30}, {'name': 'p', 'weight': 30}, {'name': 'paid', 'weight': 30}, {'name': 'rose', 'weight': 30}, {'name': 'russian', 'weight': 30}, {'name': 'stake', 'weight': 30}, {'name': 'women', 'weight': 30}, {'name': 'aim', 'weight': 29}, {'name': 'almost', 'weight': 29}, {'name': 'analytica', 'weight': 29}, {'name': 'annual', 'weight': 29}, {'name': 'caus', 'weight': 29}, {'name': 'cut', 'weight': 29}, {'name': 'decad', 'weight': 29}, {'name': 'everyon', 'weight': 29}, {'name': 'focus', 'weight': 29}, {'name': 'fundrais', 'weight': 29}, {'name': 'impact', 'weight': 29}, {'name': 'maduro', 'weight': 29}, {'name': 'multipl', 'weight': 29}, {'name': 'must', 'weight': 29}, {'name': 'own', 'weight': 29}, {'name': 'practic', 'weight': 29}, {'name': 'quarter', 'weight': 29}, {'name': 'rang', 'weight': 29}, {'name': 'sach', 'weight': 29}, {'name': 'sanction', 'weight': 29}, {'name': 'sent', 'weight': 29}, {'name': 'store', 'weight': 29}, {'name': 'togeth', 'weight': 29}, {'name': 'australia', 'weight': 28}, 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'weight': 1}, {'name': 'tbd', 'weight': 1}, {'name': 'tea', 'weight': 1}, {'name': 'tearaway', 'weight': 1}, {'name': 'teas', 'weight': 1}, {'name': 'techheavi', 'weight': 1}, {'name': 'technoanarchist', 'weight': 1}, {'name': 'tedeschi', 'weight': 1}, {'name': 'tedium', 'weight': 1}, {'name': 'teeth', 'weight': 1}, {'name': 'tel', 'weight': 1}, {'name': 'telecommun', 'weight': 1}, {'name': 'telecommunicationtow', 'weight': 1}, {'name': 'templ', 'weight': 1}, {'name': 'templat', 'weight': 1}, {'name': 'tenant', 'weight': 1}, {'name': 'tendenti', 'weight': 1}, {'name': 'tens', 'weight': 1}, {'name': 'tenth', 'weight': 1}, {'name': 'tepid', 'weight': 1}, {'name': 'terrain', 'weight': 1}, {'name': 'terri', 'weight': 1}, {'name': 'tessa', 'weight': 1}, {'name': 'tex', 'weight': 1}, {'name': 'textreplac', 'weight': 1}, {'name': 'tezo', 'weight': 1}, {'name': 'thenpresid', 'weight': 1}, {'name': 'thenuninhabit', 'weight': 1}, {'name': 'therapeut', 'weight': 1}, {'name': 'therapist', 'weight': 1}, {'name': 'therefor', 'weight': 1}, {'name': 'thesauru', 'weight': 1}, {'name': 'thesi', 'weight': 1}, {'name': 'thin', 'weight': 1}, {'name': 'thinker', 'weight': 1}, {'name': 'thirdhighestrank', 'weight': 1}, {'name': 'thirdquart', 'weight': 1}, {'name': 'thrall', 'weight': 1}, {'name': 'threehour', 'weight': 1}, {'name': 'threemonth', 'weight': 1}, {'name': 'threetim', 'weight': 1}, {'name': 'threeweek', 'weight': 1}, {'name': 'throe', 'weight': 1}, {'name': 'throwback', 'weight': 1}, {'name': 'tibetan', 'weight': 1}, {'name': 'tide', 'weight': 1}, {'name': 'tieup', 'weight': 1}, {'name': 'tiffani', 'weight': 1}, {'name': 'tijuana', 'weight': 1}, {'name': 'tilio', 'weight': 1}, {'name': 'till', 'weight': 1}, {'name': 'tilt', 'weight': 1}, {'name': 'timecard', 'weight': 1}, {'name': 'timestalk', 'weight': 1}, {'name': 'timestamp', 'weight': 1}, {'name': 'timesup', 'weight': 1}, {'name': 'timetravel', 'weight': 1}, {'name': 'titfortat', 'weight': 1}, {'name': 'titian', 'weight': 1}, {'name': 'tl', 'weight': 1}, {'name': 'toaster', 'weight': 1}, {'name': 'tobi', 'weight': 1}, {'name': 'todo', 'weight': 1}, {'name': 'toil', 'weight': 1}, {'name': 'toilet', 'weight': 1}, {'name': 'tomato', 'weight': 1}, {'name': 'toothpast', 'weight': 1}, {'name': 'topearn', 'weight': 1}, {'name': 'topperform', 'weight': 1}, {'name': 'torment', 'weight': 1}, {'name': 'torn', 'weight': 1}, {'name': 'tornado', 'weight': 1}, {'name': 'tortur', 'weight': 1}, {'name': 'toughest', 'weight': 1}, {'name': 'tourist', 'weight': 1}, {'name': 'tournament', 'weight': 1}, {'name': 'tova', 'weight': 1}, {'name': 'toyota', 'weight': 1}, {'name': 'trademarkpunctu', 'weight': 1}, {'name': 'tran', 'weight': 1}, {'name': 'tranquil', 'weight': 1}, {'name': 'transgend', 'weight': 1}, {'name': 'transpacif', 'weight': 1}, {'name': 'trash', 'weight': 1}, {'name': 'travail', 'weight': 1}, {'name': 'travelport', 'weight': 1}, {'name': 'travi', 'weight': 1}, {'name': 'trendi', 'weight': 1}, {'name': 'trenkoska', 'weight': 1}, {'name': 'trevor', 'weight': 1}, {'name': 'triangl', 'weight': 1}, {'name': 'tribut', 'weight': 1}, {'name': 'trifel', 'weight': 1}, {'name': 'troll', 'weight': 1}, {'name': 'trudeau', 'weight': 1}, {'name': 'trustli', 'weight': 1}, {'name': 'ts', 'weight': 1}, {'name': 'tuck', 'weight': 1}, {'name': 'tudor', 'weight': 1}, {'name': 'tuition', 'weight': 1}, {'name': 'tumor', 'weight': 1}, {'name': 'tunnelbear', 'weight': 1}, {'name': 'turbul', 'weight': 1}, {'name': 'turkey', 'weight': 1}, {'name': 'turkish', 'weight': 1}, {'name': 'turnbul', 'weight': 1}, {'name': 'tuskege', 'weight': 1}, {'name': 'twerk', 'weight': 1}, {'name': 'twistedtech', 'weight': 1}, {'name': 'twofor', 'weight': 1}, {'name': 'twopart', 'weight': 1}, {'name': 'twoyear', 'weight': 1}, {'name': 'tyler', 'weight': 1}, {'name': 'typo', 'weight': 1}, {'name': 'ugli', 'weight': 1}, {'name': 'uighur', 'weight': 1}, {'name': 'ukrainian', 'weight': 1}, {'name': 'ultrasaf', 'weight': 1}, {'name': 'ultraviolet', 'weight': 1}, {'name': 'unab', 'weight': 1}, {'name': 'unavail', 'weight': 1}, {'name': 'unavoid', 'weight': 1}, {'name': 'unboth', 'weight': 1}, {'name': 'uncl', 'weight': 1}, {'name': 'uncomfort', 'weight': 1}, {'name': 'undercurr', 'weight': 1}, {'name': 'undercut', 'weight': 1}, {'name': 'undergradu', 'weight': 1}, {'name': 'underpay', 'weight': 1}, {'name': 'undertaken', 'weight': 1}, {'name': 'underway', 'weight': 1}, {'name': 'underwrit', 'weight': 1}, {'name': 'undetect', 'weight': 1}, {'name': 'undocu', 'weight': 1}, {'name': 'unearth', 'weight': 1}, {'name': 'unedifi', 'weight': 1}, {'name': 'unelect', 'weight': 1}, {'name': 'unexpectedli', 'weight': 1}, {'name': 'uniform', 'weight': 1}, {'name': 'unilev', 'weight': 1}, {'name': 'uninspir', 'weight': 1}, {'name': 'uniqu', 'weight': 1}, {'name': 'uniti', 'weight': 1}, {'name': 'univis', 'weight': 1}, {'name': 'unmack', 'weight': 1}, {'name': 'unnervingli', 'weight': 1}, {'name': 'unpatch', 'weight': 1}, {'name': 'unplug', 'weight': 1}, {'name': 'unravel', 'weight': 1}, {'name': 'unrealist', 'weight': 1}, {'name': 'unrecover', 'weight': 1}, {'name': 'unscript', 'weight': 1}, {'name': 'unseason', 'weight': 1}, {'name': 'unsourc', 'weight': 1}, {'name': 'unstabl', 'weight': 1}, {'name': 'unsuccess', 'weight': 1}, {'name': 'unsur', 'weight': 1}, {'name': 'unsuspect', 'weight': 1}, {'name': 'unsustain', 'weight': 1}, {'name': 'unthink', 'weight': 1}, {'name': 'unwind', 'weight': 1}, {'name': 'unwis', 'weight': 1}, {'name': 'upbring', 'weight': 1}, {'name': 'upgrad', 'weight': 1}, {'name': 'uphold', 'weight': 1}, {'name': 'upscal', 'weight': 1}, {'name': 'upset', 'weight': 1}, {'name': 'urin', 'weight': 1}, {'name': 'usa', 'weight': 1}, {'name': 'usag', 'weight': 1}, {'name': 'usb', 'weight': 1}, {'name': 'usher', 'weight': 1}, {'name': 'utopian', 'weight': 1}, {'name': 'va', 'weight': 1}, {'name': 'valet', 'weight': 1}, {'name': 'valid', 'weight': 1}, {'name': 'vancouverbas', 'weight': 1}, {'name': 'vanilla', 'weight': 1}, {'name': 'vaniti', 'weight': 1}, {'name': 'vanji', 'weight': 1}, {'name': 'variat', 'weight': 1}, {'name': 'vaudevil', 'weight': 1}, {'name': 'vehement', 'weight': 1}, {'name': 'verb', 'weight': 1}, {'name': 'vertigo', 'weight': 1}, {'name': 'viciou', 'weight': 1}, {'name': 'vienna', 'weight': 1}, {'name': 'vietnam', 'weight': 1}, {'name': 'viewpoint', 'weight': 1}, {'name': 'vigil', 'weight': 1}, {'name': 'vigor', 'weight': 1}, {'name': 'vinegar', 'weight': 1}, {'name': 'virul', 'weight': 1}, {'name': 'visag', 'weight': 1}, {'name': 'vista', 'weight': 1}, {'name': 'vito', 'weight': 1}, {'name': 'vitriol', 'weight': 1}, {'name': 'vivid', 'weight': 1}, {'name': 'vodafon', 'weight': 1}, {'name': 'vodka', 'weight': 1}, {'name': 'volkswagen', 'weight': 1}, {'name': 'von', 'weight': 1}, {'name': 'voraci', 'weight': 1}, {'name': 'votertarget', 'weight': 1}, {'name': 'vpn', 'weight': 1}, {'name': 'wada', 'weight': 1}, {'name': 'wager', 'weight': 1}, {'name': 'wakabayashi', 'weight': 1}, {'name': 'waldo', 'weight': 1}, {'name': 'walkout', 'weight': 1}, {'name': 'wallpap', 'weight': 1}, {'name': 'waltersson', 'weight': 1}, {'name': 'wan', 'weight': 1}, {'name': 'wang', 'weight': 1}, {'name': 'warbi', 'weight': 1}, {'name': 'waresqu', 'weight': 1}, {'name': 'warlevel', 'weight': 1}, {'name': 'wartorn', 'weight': 1}, {'name': 'warzel', 'weight': 1}, {'name': 'wastewat', 'weight': 1}, {'name': 'watchlist', 'weight': 1}, {'name': 'we', 'weight': 1}, {'name': 'weaken', 'weight': 1}, {'name': 'weapolog', 'weight': 1}, {'name': 'webalt', 'weight': 1}, {'name': 'webbas', 'weight': 1}, {'name': 'webster', 'weight': 1}, {'name': 'wed', 'weight': 1}, {'name': 'weeklong', 'weight': 1}, {'name': 'wei', 'weight': 1}, {'name': 'weidel', 'weight': 1}, {'name': 'weir', 'weight': 1}, {'name': 'wellhidden', 'weight': 1}, {'name': 'wellington', 'weight': 1}, {'name': 'weltwoch', 'weight': 1}, {'name': 'westworld', 'weight': 1}, {'name': 'whammi', 'weight': 1}, {'name': 'whatev', 'weight': 1}, {'name': 'whetston', 'weight': 1}, {'name': 'whir', 'weight': 1}, {'name': 'whisper', 'weight': 1}, {'name': 'whistleblow', 'weight': 1}, {'name': 'whoa', 'weight': 1}, {'name': 'wieden', 'weight': 1}, {'name': 'wieser', 'weight': 1}, {'name': 'wikimedia', 'weight': 1}, {'name': 'willi', 'weight': 1}, {'name': 'williamstown', 'weight': 1}, {'name': 'willian', 'weight': 1}, {'name': 'wilmotsitwel', 'weight': 1}, {'name': 'windsor', 'weight': 1}, {'name': 'wing', 'weight': 1}, {'name': 'winklevoss', 'weight': 1}, {'name': 'wisecrack', 'weight': 1}, {'name': 'wish', 'weight': 1}, {'name': 'withdrawn', 'weight': 1}, {'name': 'wive', 'weight': 1}, {'name': 'wobbl', 'weight': 1}, {'name': 'wordless', 'weight': 1}, {'name': 'wore', 'weight': 1}, {'name': 'workforc', 'weight': 1}, {'name': 'workplac', 'weight': 1}, {'name': 'workweek', 'weight': 1}, {'name': 'worrisom', 'weight': 1}, {'name': 'worthless', 'weight': 1}, {'name': 'worthwhil', 'weight': 1}, {'name': 'wound', 'weight': 1}, {'name': 'wrestl', 'weight': 1}, {'name': 'wrestler', 'weight': 1}, {'name': 'wutang', 'weight': 1}, {'name': 'x', 'weight': 1}, {'name': 'xau', 'weight': 1}, {'name': 'xenophobia', 'weight': 1}, {'name': 'xiamen', 'weight': 1}, {'name': 'xkcd', 'weight': 1}, {'name': 'yale', 'weight': 1}, {'name': 'yamana', 'weight': 1}, {'name': 'yeartod', 'weight': 1}, {'name': 'yemen', 'weight': 1}, {'name': 'yep', 'weight': 1}, {'name': 'yeti', 'weight': 1}, {'name': 'yew', 'weight': 1}, {'name': 'yi', 'weight': 1}, {'name': 'yike', 'weight': 1}, {'name': 'yoga', 'weight': 1}, {'name': 'yondr', 'weight': 1}, {'name': 'yoo', 'weight': 1}, {'name': 'youngm', 'weight': 1}, {'name': 'youth', 'weight': 1}, {'name': 'z', 'weight': 1}, {'name': 'zar', 'weight': 1}, {'name': 'zeer', 'weight': 1}, {'name': 'zentner', 'weight': 1}, {'name': 'zerosum', 'weight': 1}, {'name': 'zhao', 'weight': 1}, {'name': 'zier', 'weight': 1}, {'name': 'zimmer', 'weight': 1}, {'name': 'zip', 'weight': 1}, {'name': 'zolom', 'weight': 1}, {'name': 'zombi', 'weight': 1}]\n"
     ]
    }
   ],
   "source": [
    "newsWC = getdata(\"newsWC\", True)\n",
    "getWordCount(newsWC)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'name': 'blockchain', 'weight': 10526}, {'name': 'bitcoin', 'weight': 7504}, {'name': 'crypto', 'weight': 5424}, {'name': 'ico', 'weight': 5151}, {'name': 'hyperledg', 'weight': 4811}, {'name': 'join', 'weight': 4298}, {'name': 'cryptocurr', 'weight': 4048}, {'name': 'token', 'weight': 3886}, {'name': 'ethereum', 'weight': 3817}, {'name': 'coin', 'weight': 3406}, {'name': 'offer', 'weight': 3194}, {'name': 'initi', 'weight': 3038}, {'name': 'ether', 'weight': 2577}, {'name': 'btc', 'weight': 2397}, {'name': 'new', 'weight': 2359}, {'name': 'win', 'weight': 2266}, {'name': 'rippl', 'weight': 2238}, {'name': 'get', 'weight': 2098}, {'name': 'vote', 'weight': 2053}, {'name': 'day', 'weight': 2021}, {'name': 'project', 'weight': 2005}, {'name': 'resourc', 'weight': 1934}, {'name': 'bestfanpow', 'weight': 1910}, {'name': 'fanstimeif', 'weight': 1910}, {'name': 'fansupport', 'weight': 1910}, {'name': 'dapp', 'weight': 1908}, {'name': 'price', 'weight': 1899}, {'name': 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'xv', 'weight': 1}, {'name': 'xvggaudi', 'weight': 1}, {'name': 'xvgguadi', 'weight': 1}, {'name': 'xvgwhalewr', 'weight': 1}, {'name': 'xxbind', 'weight': 1}, {'name': 'xxexclusivexx', 'weight': 1}, {'name': 'xxl', 'weight': 1}, {'name': 'xxottoxx', 'weight': 1}, {'name': 'yadav', 'weight': 1}, {'name': 'yaimaengmum', 'weight': 1}, {'name': 'yalit', 'weight': 1}, {'name': 'yallow', 'weight': 1}, {'name': 'yamazaki', 'weight': 1}, {'name': 'yan', 'weight': 1}, {'name': 'yanadrov', 'weight': 1}, {'name': 'yang', 'weight': 1}, {'name': 'yangventur', 'weight': 1}, {'name': 'yawn', 'weight': 1}, {'name': 'yay', 'weight': 1}, {'name': 'yea', 'weight': 1}, {'name': 'yearli', 'weight': 1}, {'name': 'yearn', 'weight': 1}, {'name': 'yeee', 'weight': 1}, {'name': 'yeeeee', 'weight': 1}, {'name': 'yeh', 'weight': 1}, {'name': 'yekovski', 'weight': 1}, {'name': 'yeo', 'weight': 1}, {'name': 'yeovil', 'weight': 1}, {'name': 'yer', 'weight': 1}, {'name': 'yeropinion', 'weight': 1}, {'name': 'yerpalmildsauc', 'weight': 1}, {'name': 'yersel', 'weight': 1}, {'name': 'yesdayscotland', 'weight': 1}, {'name': 'yesimonsoci', 'weight': 1}, {'name': 'yestreday', 'weight': 1}, {'name': 'yield', 'weight': 1}, {'name': 'yirikalisch', 'weight': 1}, {'name': 'ykampalliwar', 'weight': 1}, {'name': 'yobit', 'weight': 1}, {'name': 'yobitexchang', 'weight': 1}, {'name': 'yoccrypcto', 'weight': 1}, {'name': 'yocoin', 'weight': 1}, {'name': 'yongthanye', 'weight': 1}, {'name': 'yoniassia', 'weight': 1}, {'name': 'yorkshir', 'weight': 1}, {'name': 'yostartup', 'weight': 1}, {'name': 'youbrandinc', 'weight': 1}, {'name': 'youi', 'weight': 1}, {'name': 'youll', 'weight': 1}, {'name': 'youowemoney', 'weight': 1}, {'name': 'youpaygo', 'weight': 1}, {'name': 'youpick', 'weight': 1}, {'name': 'yourlocalanon', 'weight': 1}, {'name': 'yourmoneytoo', 'weight': 1}, {'name': 'yourodd', 'weight': 1}, {'name': 'youtubetaughtm', 'weight': 1}, {'name': 'yovngbvck', 'weight': 1}, {'name': 'yrahimov', 'weight': 1}, {'name': 'ysignico', 'weight': 1}, {'name': 'ytn', 'weight': 1}, {'name': 'yubico', 'weight': 1}, {'name': 'yumeriumtoken', 'weight': 1}, {'name': 'yup', 'weight': 1}, {'name': 'yuval', 'weight': 1}, {'name': 'yvesmulk', 'weight': 1}, {'name': 'yviumurray', 'weight': 1}, {'name': 'yy', 'weight': 1}, {'name': 'zac', 'weight': 1}, {'name': 'zacefronarg', 'weight': 1}, {'name': 'zach', 'weight': 1}, {'name': 'zackcappsoci', 'weight': 1}, {'name': 'zackstrait', 'weight': 1}, {'name': 'zaibushizeima', 'weight': 1}, {'name': 'zaksmith', 'weight': 1}, {'name': 'zaldivar', 'weight': 1}, {'name': 'zaltan', 'weight': 1}, {'name': 'zam', 'weight': 1}, {'name': 'zambia', 'weight': 1}, {'name': 'zambiapost', 'weight': 1}, {'name': 'zapit', 'weight': 1}, {'name': 'zapitico', 'weight': 1}, {'name': 'zapolskyi', 'weight': 1}, {'name': 'zapphirecoin', 'weight': 1}, {'name': 'zappl', 'weight': 1}, {'name': 'zarathustra', 'weight': 1}, {'name': 'zathvarun', 'weight': 1}, {'name': 'zcashco', 'weight': 1}, {'name': 'zclassic', 'weight': 1}, {'name': 'zcoinbitcointalk', 'weight': 1}, {'name': 'zealeum', 'weight': 1}, {'name': 'zeceth', 'weight': 1}, {'name': 'zeex', 'weight': 1}, {'name': 'zeffgotti', 'weight': 1}, {'name': 'zelenjavck', 'weight': 1}, {'name': 'zenio', 'weight': 1}, {'name': 'zenrotto', 'weight': 1}, {'name': 'zenyogi', 'weight': 1}, {'name': 'zeppelin', 'weight': 1}, {'name': 'zernabg', 'weight': 1}, {'name': 'zerost', 'weight': 1}, {'name': 'zerostatedapp', 'weight': 1}, {'name': 'zerotrust', 'weight': 1}, {'name': 'zeu', 'weight': 1}, {'name': 'zhong', 'weight': 1}, {'name': 'zhou', 'weight': 1}, {'name': 'zientekglob', 'weight': 1}, {'name': 'ziftr', 'weight': 1}, {'name': 'ziggamon', 'weight': 1}, {'name': 'ziggggysk', 'weight': 1}, {'name': 'ziglar', 'weight': 1}, {'name': 'zillion', 'weight': 1}, {'name': 'zimrimo', 'weight': 1}, {'name': 'zimvaillancourt', 'weight': 1}, {'name': 'zklab', 'weight': 1}, {'name': 'zkp', 'weight': 1}, {'name': 'zksnark', 'weight': 1}, {'name': 'zni', 'weight': 1}, {'name': 'zoeisaemogirl', 'weight': 1}, {'name': 'zombi', 'weight': 1}, {'name': 'zoobi', 'weight': 1}, {'name': 'zoobieon', 'weight': 1}, {'name': 'zori', 'weight': 1}, {'name': 'zpo', 'weight': 1}, {'name': 'zsblockchain', 'weight': 1}, {'name': 'zuckerberg', 'weight': 1}, {'name': 'zug', 'weight': 1}, {'name': 'zuke', 'weight': 1}, {'name': 'zuphzuph', 'weight': 1}, {'name': 'zvr', 'weight': 1}, {'name': 'zvyagel', 'weight': 1}, {'name': 'zxlr', 'weight': 1}, {'name': 'zygardingy', 'weight': 1}, {'name': 'zyrumtumtugg', 'weight': 1}, {'name': 'zzcryptozz', 'weight': 1}, {'name': 'é', 'weight': 1}, {'name': 'łitecoinadopt', 'weight': 1}, {'name': 'а', 'weight': 1}, {'name': 'аfter', 'weight': 1}, {'name': 'геолокация', 'weight': 1}, {'name': 'крипта', 'weight': 1}, {'name': 'смо', 'weight': 1}, {'name': 'ޚgt', 'weight': 1}, {'name': 'リップル', 'weight': 1}, {'name': '仮想通貨', 'weight': 1}, {'name': '情報共有', 'weight': 1}, {'name': '投げ銭', 'weight': 1}, {'name': '投資', 'weight': 1}, {'name': '来自', 'weight': 1}, {'name': '洋書', 'weight': 1}, {'name': '相互フォロー', 'weight': 1}]\n"
     ]
    }
   ],
   "source": [
    "twitterWC = getdata(\"twitterWC\", True)\n",
    "getWordCount(twitterWC)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getCoOccurance(data, words):\n",
    "    temp = [(k, v) for k, v in data.items()]\n",
    "    dic = {}\n",
    "    i = 0\n",
    "    for word in words:\n",
    "        dic[word] = i\n",
    "        i=i+1\n",
    "    dic_key_value = sorted(dic.items(), key=lambda x:x[1],reverse=True)\n",
    "    answer = []\n",
    "    for item in temp:\n",
    "        entry = []\n",
    "        key , value = item[0].split(',')\n",
    "        entry.append(dic[key])\n",
    "        entry.append(dic[value])\n",
    "        entry.append(int(item[1]))\n",
    "        answer.append(entry)\n",
    "    return answer\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " [8, 13, 1276],\n",
       " [8, 2, 1827],\n",
       " [2, 14, 1800],\n",
       " [2, 17, 2028],\n",
       " [2, 9, 1487],\n",
       " [2, 18, 742],\n",
       " [2, 1, 3783],\n",
       " [2, 7, 2125],\n",
       " [2, 19, 704],\n",
       " [2, 10, 1789],\n",
       " [2, 5, 2377],\n",
       " [2, 11, 1833],\n",
       " [2, 16, 1476],\n",
       " [2, 4, 1923],\n",
       " [2, 6, 2810],\n",
       " [2, 15, 879],\n",
       " [2, 0, 4172],\n",
       " [2, 3, 2636],\n",
       " [2, 12, 2315],\n",
       " [2, 13, 1444],\n",
       " [2, 8, 1827]]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "news = getdata(\"newsCO\", False)\n",
    "news_words = [\"said\", \"compani\", \"year\", \"trade\", \"new\", \"like\", \"percent\", \"cryptocurr\", \"would\", \"bitcoin\", \"investor\", \"market\", \"trump\", \"us\", \"bank\", \"regul\", \"million\", \"billion\", \"blockchain\", \"financi\"]\n",
    "getCoOccurance(news, news_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " [12, 19, 13]]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "twitter = getdata(\"twitterCO\", False)\n",
    "twitter_words = [\"blockchain\", \"bitcoin\", \"crypto\", \"ico\", \"hyperledg\", \"join\", \"cryptocurr\", \"token\", \"ethereum\", \"ether\", \"btc\", \"new\", \"win\", \"rippl\", \"project\", \"litecoin\", \"start\", \"platform\", \"technolog\", \"wallet\"]\n",
    "getCoOccurance(twitter, twitter_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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